AWS Advanced Tier Services Partner (Differentiated) · Anthropic Partner Approved

Production Agentic AI on AWS.

VeUP designs, builds, and operates production agentic AI systems on Amazon Bedrock and Amazon SageMaker — tool-using foundation-model agents, multi-model orchestration, and an agentic engineering delivery practice. The four case studies below are AWS Partner-Funded customer engagements running in production today, submitted as evidence for the AWS Agentic AI Consulting Services Competency.

4 production case studiesMCP tool-use · multi-model orchestration · Bedrock GuardrailsEvery engagement AWS-funded

Case studies

Each engagement was scoped, delivered, and handed over by VeUP under the AWS Agentic AI Consulting Services delivery model.

Amazon BedrockNova Lite / Nova ProBedrock GuardrailsMCP server

Agentic AI Applications · Industrial-Safety SaaS

Sofvie Inc.

Production MCP-tool-orchestrated foundation-model agent on Amazon Bedrock for industrial-safety SaaS

Live 28 days ahead of contracted close · ~2 Bedrock + ~42 MCP calls per question · 800+ REST endpoints wrapped as agent tools · 0 cross-tenant incidents

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Identity protected

Amazon BedrockQwen 3 VLStep FunctionsAWS Lambda

Agentic AI Applications · Trust & Safety (multimodal)

Consumer Social Platform

Multimodal moderation agent orchestrating multiple foundation models on Amazon Bedrock

99.58% production NSFW accuracy · +45.6pp vs naive baseline · ~$1.00 per 1,000 images · 11 of 11 acceptance criteria passed

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Amazon BedrockNova ProECS FargateRDS + pgvector

Agentic AI Applications · Retail POS (multi-source tool-use)

Cluster Systems / ClusterPOS

Production OpenWebUI retail agent with multi-source tool-use over a knowledge base and live POS data on Amazon Bedrock

1–2s agent responses · sub-800ms KB retrieval · live POS tool surface shipped May 2026 · ~$200/mo base run-rate

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Amazon SageMakerS3 + IcebergAWS GlueAmazon Athena

Agentic AI Consulting Services · Connected-Vehicle ML

Sibros Technologies Inc.

Agentic delivery practice shipping a production Amazon SageMaker predictive-ML platform at ~75B telemetry points/day

74% accuracy vs >70% target in a 3-week engagement · R² 54%→80%+ under strict GroupKFold · customer-operated independently since Mar 2026

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Partnership credentials

AWS Advanced Tier Services Partner

Differentiated designation. Production AI delivery across Amazon Bedrock and Amazon SageMaker.

Anthropic Partner Approved

First-class access to Anthropic Claude (Opus / Sonnet / Haiku) on Bedrock for our SA team.

Generative AI delivery track record

Four production GenAI workloads on Bedrock and SageMaker — the sibling practice to this agentic portfolio.